Documentation for cloudcasting

Tooling and infrastructure to enable cloud nowcasting. Check out the User guide section for further information on how to install and run this package.

This tool was developed by Open Climate Fix and The Alan Turing Institute as part of the Manchester Prize.

Contents

• User guide
  • Installation
  • Optional dependencies
  • Getting started
• Dataset
  • SatelliteDataModule
  • SatelliteDataset
  • ValidationSatelliteDataset
• Download
  • download_satellite_data()
• Metrics
  • mae()
  • mse()
  • psnr()
  • rmse()
  • simse()
  • ssim()
• Models
  • AbstractModel
  • VariableHorizonModel
• Utils
  • find_contiguous_t0_time_periods()
  • find_contiguous_time_periods()
  • lon_lat_to_geostationary_area_coords()
  • numpy_validation_collate_fn()
• Validation
  • validate()
  • validate_from_config()

License

The cloudcasting software is released under an MIT License.

Index

• Index